Overview
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 1470 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 264.3 KiB |
| Average record size in memory | 184.1 B |
Variable types
| Categorical | 16 |
|---|---|
| Numeric | 7 |
Ratio_Gain_Effort is highly overall correlated with revenu_mensuel | High correlation |
nombre_participation_pee is highly overall correlated with statut_marital | High correlation |
nouveau_responsable is highly overall correlated with ratio_stagnation_poste | High correlation |
ratio_stagnation_poste is highly overall correlated with nouveau_responsable | High correlation |
revenu_mensuel is highly overall correlated with Ratio_Gain_Effort | High correlation |
statut_marital is highly overall correlated with nombre_participation_pee | High correlation |
nb_formations_suivies has 54 (3.7%) zeros | Zeros |
Ratio_Stagnation_entreprise has 581 (39.5%) zeros | Zeros |
ratio_stagnation_poste has 244 (16.6%) zeros | Zeros |
Reproduction
| Analysis started | 2026-01-22 16:07:25.482390 |
|---|---|
| Analysis finished | 2026-01-22 16:07:33.549728 |
| Duration | 8.07 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
satisfaction_employee_environnement
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 3 | |
|---|---|
| 4 | |
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 453 | |
| 4 | 446 | |
| 2 | 287 | |
| 1 | 284 |
note_evaluation_precedente
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | |
| 1 | 83 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 868 | |
| 2 | 375 | |
| 4 | 144 | 9.8% |
| 1 | 83 | 5.6% |
satisfaction_employee_nature_travail
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 4 | |
|---|---|
| 3 | |
| 1 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 459 | |
| 3 | 442 | |
| 1 | 289 | |
| 2 | 280 |
satisfaction_employee_equipe
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 3 | |
|---|---|
| 4 | |
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 4 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 459 | |
| 4 | 432 | |
| 2 | 303 | |
| 1 | 276 |
satisfaction_employee_equilibre_pro_perso
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | |
| 1 | 80 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 893 | |
| 2 | 344 | 23.4% |
| 4 | 153 | 10.4% |
| 1 | 80 | 5.4% |
heure_supplementaires
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1054 | |
| 1 | 416 | 28.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1054 | |
| 1 | 416 | 28.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1054 | |
| 1 | 416 | 28.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1054 | |
| 1 | 416 | 28.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1054 | |
| 1 | 416 | 28.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1054 | |
| 1 | 416 | 28.3% |
augementation_salaire_precedente
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.209524 |
| Minimum | 11 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 12 |
| median | 14 |
| Q3 | 18 |
| 95-th percentile | 22 |
| Maximum | 25 |
| Range | 14 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.6599377 |
|---|---|
| Coefficient of variation (CV) | 0.2406346 |
| Kurtosis | -0.30059822 |
| Mean | 15.209524 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.82112798 |
| Sum | 22358 |
| Variance | 13.395144 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 11 | 210 | |
| 13 | 209 | |
| 14 | 201 | |
| 12 | 198 | |
| 15 | 101 | |
| 18 | 89 | |
| 17 | 82 | 5.6% |
| 16 | 78 | 5.3% |
| 19 | 76 | 5.2% |
| 22 | 56 | 3.8% |
| Other values (5) | 170 |
| Value | Count | Frequency (%) |
| 11 | 210 | |
| 12 | 198 | |
| 13 | 209 | |
| 14 | 201 | |
| 15 | 101 | |
| 16 | 78 | 5.3% |
| 17 | 82 | 5.6% |
| 18 | 89 | |
| 19 | 76 | 5.2% |
| 20 | 55 | 3.7% |
| Value | Count | Frequency (%) |
| 25 | 18 | 1.2% |
| 24 | 21 | 1.4% |
| 23 | 28 | 1.9% |
| 22 | 56 | |
| 21 | 48 | |
| 20 | 55 | |
| 19 | 76 | |
| 18 | 89 | |
| 17 | 82 | |
| 16 | 78 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 882 | |
| 1 | 588 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 882 | |
| 1 | 588 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 882 | |
| 1 | 588 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 882 | |
| 1 | 588 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 882 | |
| 1 | 588 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 882 | |
| 1 | 588 |
revenu_mensuel
Real number (ℝ)
High correlation
| Distinct | 1349 |
|---|---|
| Distinct (%) | 91.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6502.9313 |
| Minimum | 1009 |
|---|---|
| Maximum | 19999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 1009 |
|---|---|
| 5-th percentile | 2097.9 |
| Q1 | 2911 |
| median | 4919 |
| Q3 | 8379 |
| 95-th percentile | 17821.35 |
| Maximum | 19999 |
| Range | 18990 |
| Interquartile range (IQR) | 5468 |
Descriptive statistics
| Standard deviation | 4707.9568 |
|---|---|
| Coefficient of variation (CV) | 0.72397455 |
| Kurtosis | 1.0052327 |
| Mean | 6502.9313 |
| Median Absolute Deviation (MAD) | 2199 |
| Skewness | 1.3698167 |
| Sum | 9559309 |
| Variance | 22164857 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2342 | 4 | 0.3% |
| 3452 | 3 | 0.2% |
| 2559 | 3 | 0.2% |
| 2610 | 3 | 0.2% |
| 2451 | 3 | 0.2% |
| 6347 | 3 | 0.2% |
| 2380 | 3 | 0.2% |
| 2741 | 3 | 0.2% |
| 5562 | 3 | 0.2% |
| 2404 | 3 | 0.2% |
| Other values (1339) | 1439 |
| Value | Count | Frequency (%) |
| 1009 | 1 | |
| 1051 | 1 | |
| 1052 | 1 | |
| 1081 | 1 | |
| 1091 | 1 | |
| 1102 | 1 | |
| 1118 | 1 | |
| 1129 | 1 | |
| 1200 | 1 | |
| 1223 | 1 |
| Value | Count | Frequency (%) |
| 19999 | 1 | |
| 19973 | 1 | |
| 19943 | 1 | |
| 19926 | 1 | |
| 19859 | 1 | |
| 19847 | 1 | |
| 19845 | 1 | |
| 19833 | 1 | |
| 19740 | 1 | |
| 19717 | 1 |
statut_marital
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| Marié(e) | |
|---|---|
| Célibataire | |
| Divorcé(e) |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 9.4040816 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Célibataire |
|---|---|
| 2nd row | Marié(e) |
| 3rd row | Célibataire |
| 4th row | Marié(e) |
| 5th row | Marié(e) |
Common Values
| Value | Count | Frequency (%) |
| Marié(e) | 673 | |
| Célibataire | 470 | |
| Divorcé(e) | 327 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| marié(e | 673 | |
| célibataire | 470 | |
| divorcé(e | 327 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1940 | |
| a | 1613 | |
| r | 1470 | |
| é | 1470 | |
| e | 1470 | |
| ( | 1000 | |
| ) | 1000 | |
| M | 673 | 4.9% |
| C | 470 | 3.4% |
| l | 470 | 3.4% |
| Other values (6) | 2248 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13824 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 1940 | |
| a | 1613 | |
| r | 1470 | |
| é | 1470 | |
| e | 1470 | |
| ( | 1000 | |
| ) | 1000 | |
| M | 673 | 4.9% |
| C | 470 | 3.4% |
| l | 470 | 3.4% |
| Other values (6) | 2248 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13824 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 1940 | |
| a | 1613 | |
| r | 1470 | |
| é | 1470 | |
| e | 1470 | |
| ( | 1000 | |
| ) | 1000 | |
| M | 673 | 4.9% |
| C | 470 | 3.4% |
| l | 470 | 3.4% |
| Other values (6) | 2248 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13824 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 1940 | |
| a | 1613 | |
| r | 1470 | |
| é | 1470 | |
| e | 1470 | |
| ( | 1000 | |
| ) | 1000 | |
| M | 673 | 4.9% |
| C | 470 | 3.4% |
| l | 470 | 3.4% |
| Other values (6) | 2248 |
poste
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| Cadre Commercial | |
|---|---|
| Assistant de Direction | |
| Consultant | |
| Tech Lead | |
| Manager | |
| Other values (4) |
Length
| Max length | 23 |
|---|---|
| Median length | 19 |
| Mean length | 15.168027 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Cadre Commercial |
|---|---|
| 2nd row | Assistant de Direction |
| 3rd row | Consultant |
| 4th row | Assistant de Direction |
| 5th row | Consultant |
Common Values
| Value | Count | Frequency (%) |
| Cadre Commercial | 326 | |
| Assistant de Direction | 292 | |
| Consultant | 259 | |
| Tech Lead | 145 | |
| Manager | 131 | |
| Senior Manager | 102 | 6.9% |
| Représentant Commercial | 83 | 5.6% |
| Directeur Technique | 80 | 5.4% |
| Ressources Humaines | 52 | 3.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| commercial | 409 | |
| cadre | 326 | |
| assistant | 292 | |
| de | 292 | |
| direction | 292 | |
| consultant | 259 | |
| manager | 233 | |
| tech | 145 | 5.1% |
| lead | 145 | 5.1% |
| senior | 102 | 3.6% |
| Other values (5) | 347 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2586 | |
| a | 2032 | 9.1% |
| n | 1735 | 7.8% |
| r | 1657 | 7.4% |
| t | 1640 | 7.4% |
| i | 1599 | 7.2% |
| s | 1426 | 6.4% |
| 1372 | 6.2% | |
| o | 1114 | 5.0% |
| c | 1058 | 4.7% |
| Other values (18) | 6078 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 22297 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2586 | |
| a | 2032 | 9.1% |
| n | 1735 | 7.8% |
| r | 1657 | 7.4% |
| t | 1640 | 7.4% |
| i | 1599 | 7.2% |
| s | 1426 | 6.4% |
| 1372 | 6.2% | |
| o | 1114 | 5.0% |
| c | 1058 | 4.7% |
| Other values (18) | 6078 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 22297 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2586 | |
| a | 2032 | 9.1% |
| n | 1735 | 7.8% |
| r | 1657 | 7.4% |
| t | 1640 | 7.4% |
| i | 1599 | 7.2% |
| s | 1426 | 6.4% |
| 1372 | 6.2% | |
| o | 1114 | 5.0% |
| c | 1058 | 4.7% |
| Other values (18) | 6078 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 22297 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2586 | |
| a | 2032 | 9.1% |
| n | 1735 | 7.8% |
| r | 1657 | 7.4% |
| t | 1640 | 7.4% |
| i | 1599 | 7.2% |
| s | 1426 | 6.4% |
| 1372 | 6.2% | |
| o | 1114 | 5.0% |
| c | 1058 | 4.7% |
| Other values (18) | 6078 |
a_quitte_l_entreprise
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1233 | |
| 1 | 237 | 16.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1233 | |
| 1 | 237 | 16.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1233 | |
| 1 | 237 | 16.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1233 | |
| 1 | 237 | 16.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1233 | |
| 1 | 237 | 16.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1233 | |
| 1 | 237 | 16.1% |
nombre_participation_pee
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 631 | |
| 1 | 596 | |
| 2 | 158 | 10.7% |
| 3 | 85 | 5.8% |
nb_formations_suivies
Real number (ℝ)
Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7993197 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 54 |
| Zeros (%) | 3.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2892706 |
|---|---|
| Coefficient of variation (CV) | 0.46056569 |
| Kurtosis | 0.49499299 |
| Mean | 2.7993197 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.55312417 |
| Sum | 4115 |
| Variance | 1.6622187 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 2 | 547 | |
| 3 | 491 | |
| 4 | 123 | 8.4% |
| 5 | 119 | 8.1% |
| 1 | 71 | 4.8% |
| 6 | 65 | 4.4% |
| 0 | 54 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 54 | 3.7% |
| 1 | 71 | 4.8% |
| 2 | 547 | |
| 3 | 491 | |
| 4 | 123 | 8.4% |
| 5 | 119 | 8.1% |
| 6 | 65 | 4.4% |
| Value | Count | Frequency (%) |
| 6 | 65 | 4.4% |
| 5 | 119 | 8.1% |
| 4 | 123 | 8.4% |
| 3 | 491 | |
| 2 | 547 | |
| 1 | 71 | 4.8% |
| 0 | 54 | 3.7% |
niveau_education
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 3 | |
|---|---|
| 4 | |
| 2 | |
| 1 | |
| 5 | 48 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 4 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 572 | |
| 4 | 398 | |
| 2 | 282 | |
| 1 | 170 | 11.6% |
| 5 | 48 | 3.3% |
frequence_deplacement
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| Occasionnel | |
|---|---|
| Frequent | |
| Aucun |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 9.822449 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Occasionnel |
|---|---|
| 2nd row | Frequent |
| 3rd row | Occasionnel |
| 4th row | Frequent |
| 5th row | Occasionnel |
Common Values
| Value | Count | Frequency (%) |
| Occasionnel | 1043 | |
| Frequent | 277 | 18.8% |
| Aucun | 150 | 10.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| occasionnel | 1043 | |
| frequent | 277 | 18.8% |
| aucun | 150 | 10.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 2513 | |
| c | 2236 | |
| e | 1597 | |
| a | 1043 | |
| s | 1043 | |
| i | 1043 | |
| O | 1043 | |
| o | 1043 | |
| l | 1043 | |
| u | 577 | 4.0% |
| Other values (5) | 1258 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14439 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 2513 | |
| c | 2236 | |
| e | 1597 | |
| a | 1043 | |
| s | 1043 | |
| i | 1043 | |
| O | 1043 | |
| o | 1043 | |
| l | 1043 | |
| u | 577 | 4.0% |
| Other values (5) | 1258 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14439 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 2513 | |
| c | 2236 | |
| e | 1597 | |
| a | 1043 | |
| s | 1043 | |
| i | 1043 | |
| O | 1043 | |
| o | 1043 | |
| l | 1043 | |
| u | 577 | 4.0% |
| Other values (5) | 1258 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14439 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 2513 | |
| c | 2236 | |
| e | 1597 | |
| a | 1043 | |
| s | 1043 | |
| i | 1043 | |
| O | 1043 | |
| o | 1043 | |
| l | 1043 | |
| u | 577 | 4.0% |
| Other values (5) | 1258 |
Ratio_Stagnation_entreprise
Real number (ℝ)
Zeros
| Distinct | 113 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.29023166 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 581 |
| Zeros (%) | 39.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.16666667 |
| Q3 | 0.5 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.34052096 |
|---|---|
| Coefficient of variation (CV) | 1.173273 |
| Kurtosis | -0.45861468 |
| Mean | 0.29023166 |
| Median Absolute Deviation (MAD) | 0.16666667 |
| Skewness | 0.96010985 |
| Sum | 426.64054 |
| Variance | 0.11595453 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 581 | |
| 1 | 135 | 9.2% |
| 0.2 | 83 | 5.6% |
| 0.3333333333 | 76 | 5.2% |
| 0.25 | 56 | 3.8% |
| 0.1666666667 | 39 | 2.7% |
| 0.5 | 36 | 2.4% |
| 0.1428571429 | 28 | 1.9% |
| 0.875 | 27 | 1.8% |
| 0.1 | 24 | 1.6% |
| Other values (103) | 385 |
| Value | Count | Frequency (%) |
| 0 | 581 | |
| 0.02702702703 | 1 | 0.1% |
| 0.02941176471 | 1 | 0.1% |
| 0.0303030303 | 1 | 0.1% |
| 0.03846153846 | 1 | 0.1% |
| 0.04166666667 | 2 | 0.1% |
| 0.04545454545 | 1 | 0.1% |
| 0.04761904762 | 1 | 0.1% |
| 0.05 | 2 | 0.1% |
| 0.05263157895 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 135 | |
| 0.9230769231 | 1 | 0.1% |
| 0.9166666667 | 2 | 0.1% |
| 0.9090909091 | 1 | 0.1% |
| 0.9 | 11 | 0.7% |
| 0.8888888889 | 5 | 0.3% |
| 0.8823529412 | 2 | 0.1% |
| 0.875 | 27 | 1.8% |
| 0.8571428571 | 3 | 0.2% |
| 0.8461538462 | 1 | 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1023 | |
| 0 | 447 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1023 | |
| 0 | 447 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1023 | |
| 0 | 447 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1023 | |
| 0 | 447 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1023 | |
| 0 | 447 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1023 | |
| 0 | 447 |
duree_moyenne_par_poste
Real number (ℝ)
| Distinct | 178 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1934778 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 11 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 1.6 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 10.5 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 3.4 |
Descriptive statistics
| Standard deviation | 4.0355036 |
|---|---|
| Coefficient of variation (CV) | 0.9623286 |
| Kurtosis | 14.201804 |
| Mean | 4.1934778 |
| Median Absolute Deviation (MAD) | 1.8333333 |
| Skewness | 2.9597957 |
| Sum | 6164.4123 |
| Variance | 16.285289 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 123 | 8.4% |
| 3 | 85 | 5.8% |
| 0.5 | 83 | 5.6% |
| 1 | 70 | 4.8% |
| 2 | 68 | 4.6% |
| 2.5 | 65 | 4.4% |
| 4 | 65 | 4.4% |
| 6 | 50 | 3.4% |
| 10 | 39 | 2.7% |
| 1.5 | 36 | 2.4% |
| Other values (168) | 786 |
| Value | Count | Frequency (%) |
| 0 | 11 | 0.7% |
| 0.3 | 2 | 0.1% |
| 0.3333333333 | 1 | 0.1% |
| 0.375 | 1 | 0.1% |
| 0.4 | 3 | 0.2% |
| 0.4285714286 | 1 | 0.1% |
| 0.4444444444 | 3 | 0.2% |
| 0.5 | 83 | |
| 0.5555555556 | 1 | 0.1% |
| 0.5714285714 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 38 | 1 | 0.1% |
| 37 | 1 | 0.1% |
| 34 | 2 | 0.1% |
| 28 | 1 | 0.1% |
| 25 | 1 | 0.1% |
| 23 | 3 | |
| 22 | 2 | 0.1% |
| 21 | 7 | |
| 20 | 3 | |
| 19 | 2 | 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1193 | |
| 1 | 277 | 18.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1193 | |
| 1 | 277 | 18.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1193 | |
| 1 | 277 | 18.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1193 | |
| 1 | 277 | 18.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1193 | |
| 1 | 277 | 18.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1193 | |
| 1 | 277 | 18.8% |
ratio_stagnation_poste
Real number (ℝ)
High correlation Zeros
| Distinct | 119 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.48070114 |
| Minimum | 0 |
|---|---|
| Maximum | 0.88235294 |
| Zeros | 244 |
| Zeros (%) | 16.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.33333333 |
| median | 0.5 |
| Q3 | 0.66666667 |
| 95-th percentile | 0.85714286 |
| Maximum | 0.88235294 |
| Range | 0.88235294 |
| Interquartile range (IQR) | 0.33333333 |
Descriptive statistics
| Standard deviation | 0.2741283 |
|---|---|
| Coefficient of variation (CV) | 0.57026764 |
| Kurtosis | -0.84269854 |
| Mean | 0.48070114 |
| Median Absolute Deviation (MAD) | 0.16666667 |
| Skewness | -0.55930822 |
| Sum | 706.63068 |
| Variance | 0.075146327 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 244 | |
| 0.5 | 201 | |
| 0.6666666667 | 200 | |
| 0.3333333333 | 78 | 5.3% |
| 0.875 | 67 | 4.6% |
| 0.6 | 59 | 4.0% |
| 0.7777777778 | 58 | 3.9% |
| 0.4 | 56 | 3.8% |
| 0.6363636364 | 34 | 2.3% |
| 0.8 | 33 | 2.2% |
| Other values (109) | 440 |
| Value | Count | Frequency (%) |
| 0 | 244 | |
| 0.0625 | 1 | 0.1% |
| 0.06666666667 | 1 | 0.1% |
| 0.08695652174 | 1 | 0.1% |
| 0.09090909091 | 1 | 0.1% |
| 0.1 | 2 | 0.1% |
| 0.1071428571 | 1 | 0.1% |
| 0.1111111111 | 2 | 0.1% |
| 0.125 | 4 | 0.3% |
| 0.1304347826 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.8823529412 | 1 | 0.1% |
| 0.875 | 67 | |
| 0.8666666667 | 2 | 0.1% |
| 0.8571428571 | 6 | 0.4% |
| 0.85 | 1 | 0.1% |
| 0.8461538462 | 4 | 0.3% |
| 0.8421052632 | 3 | 0.2% |
| 0.8333333333 | 8 | 0.5% |
| 0.8235294118 | 1 | 0.1% |
| 0.8181818182 | 31 |
nouveau_responsable
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1131 | |
| 1 | 339 | 23.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1131 | |
| 1 | 339 | 23.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1131 | |
| 1 | 339 | 23.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1131 | |
| 1 | 339 | 23.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1131 | |
| 1 | 339 | 23.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1131 | |
| 1 | 339 | 23.1% |
Ratio_Gain_Effort
Real number (ℝ)
High correlation
| Distinct | 1380 |
|---|---|
| Distinct (%) | 93.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5576.334 |
| Minimum | 504.5 |
|---|---|
| Maximum | 19999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |
Quantile statistics
| Minimum | 504.5 |
|---|---|
| 5-th percentile | 1226.375 |
| Q1 | 2520 |
| median | 4231.5 |
| Q3 | 6811.75 |
| 95-th percentile | 16871.95 |
| Maximum | 19999 |
| Range | 19494.5 |
| Interquartile range (IQR) | 4291.75 |
Descriptive statistics
| Standard deviation | 4430.098 |
|---|---|
| Coefficient of variation (CV) | 0.79444631 |
| Kurtosis | 2.087355 |
| Mean | 5576.334 |
| Median Absolute Deviation (MAD) | 1925.5 |
| Skewness | 1.6102611 |
| Sum | 8197211 |
| Variance | 19625768 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2610 | 4 | 0.3% |
| 2269 | 3 | 0.2% |
| 2007 | 3 | 0.2% |
| 4639 | 3 | 0.2% |
| 2451 | 3 | 0.2% |
| 3452 | 3 | 0.2% |
| 2705 | 3 | 0.2% |
| 2720 | 3 | 0.2% |
| 3291 | 2 | 0.1% |
| 4968 | 2 | 0.1% |
| Other values (1370) | 1441 |
| Value | Count | Frequency (%) |
| 504.5 | 1 | |
| 559 | 1 | |
| 564.5 | 1 | |
| 784.5 | 1 | |
| 800.5 | 1 | |
| 837.5 | 1 | |
| 851 | 1 | |
| 929.5 | 1 | |
| 939 | 1 | |
| 1011 | 1 |
| Value | Count | Frequency (%) |
| 19999 | 1 | |
| 19973 | 1 | |
| 19943 | 1 | |
| 19926 | 1 | |
| 19845 | 1 | |
| 19833 | 1 | |
| 19740 | 1 | |
| 19717 | 1 | |
| 19665 | 1 | |
| 19658 | 1 |
Interactions
Correlations
| Ratio_Gain_Effort | Ratio_Stagnation_entreprise | a_quitte_l_entreprise | augementation_salaire_precedente | duree_moyenne_par_poste | frequence_deplacement | genre | habite_loin | heure_supplementaires | match_etudes_poste | nb_formations_suivies | niveau_education | nombre_participation_pee | note_evaluation_precedente | nouveau_responsable | poste | ratio_stagnation_poste | revenu_mensuel | satisfaction_employee_environnement | satisfaction_employee_equilibre_pro_perso | satisfaction_employee_equipe | satisfaction_employee_nature_travail | statut_marital | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ratio_Gain_Effort | 1.000 | 0.102 | 0.258 | -0.026 | 0.446 | 0.000 | 0.000 | 0.043 | 0.402 | 0.039 | -0.002 | 0.086 | 0.024 | 0.000 | 0.175 | 0.362 | 0.148 | 0.903 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 |
| Ratio_Stagnation_entreprise | 0.102 | 1.000 | 0.097 | -0.043 | 0.146 | 0.010 | 0.026 | 0.000 | 0.000 | 0.070 | 0.006 | 0.047 | 0.000 | 0.033 | 0.324 | 0.062 | 0.325 | 0.106 | 0.000 | 0.036 | 0.030 | 0.015 | 0.000 |
| a_quitte_l_entreprise | 0.258 | 0.097 | 1.000 | 0.000 | 0.139 | 0.123 | 0.009 | 0.044 | 0.243 | 0.000 | 0.079 | 0.000 | 0.198 | 0.132 | 0.178 | 0.231 | 0.188 | 0.217 | 0.115 | 0.095 | 0.039 | 0.099 | 0.173 |
| augementation_salaire_precedente | -0.026 | -0.043 | 0.000 | 1.000 | -0.019 | 0.030 | 0.049 | 0.000 | 0.000 | 0.000 | -0.004 | 0.021 | 0.000 | 0.036 | 0.000 | 0.000 | -0.006 | -0.034 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 |
| duree_moyenne_par_poste | 0.446 | 0.146 | 0.139 | -0.019 | 1.000 | 0.000 | 0.070 | 0.076 | 0.000 | 0.000 | 0.017 | 0.041 | 0.008 | 0.027 | 0.230 | 0.133 | 0.231 | 0.493 | 0.015 | 0.000 | 0.043 | 0.000 | 0.043 |
| frequence_deplacement | 0.000 | 0.010 | 0.123 | 0.030 | 0.000 | 1.000 | 0.037 | 0.024 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 0.048 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 |
| genre | 0.000 | 0.026 | 0.009 | 0.049 | 0.070 | 0.037 | 1.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.074 | 0.061 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.032 |
| habite_loin | 0.043 | 0.000 | 0.044 | 0.000 | 0.076 | 0.024 | 0.000 | 1.000 | 0.000 | 0.000 | 0.034 | 0.000 | 0.059 | 0.012 | 0.000 | 0.000 | 0.000 | 0.074 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 |
| heure_supplementaires | 0.402 | 0.000 | 0.243 | 0.000 | 0.000 | 0.024 | 0.031 | 0.000 | 1.000 | 0.014 | 0.099 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.060 | 0.000 | 0.025 | 0.022 | 0.000 |
| match_etudes_poste | 0.039 | 0.070 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 1.000 | 0.000 | 0.045 | 0.022 | 0.000 | 0.000 | 0.397 | 0.020 | 0.075 | 0.000 | 0.046 | 0.000 | 0.000 | 0.022 |
| nb_formations_suivies | -0.002 | 0.006 | 0.079 | -0.004 | 0.017 | 0.000 | 0.000 | 0.034 | 0.099 | 0.000 | 1.000 | 0.027 | 0.000 | 0.013 | 0.000 | 0.000 | -0.024 | -0.035 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 |
| niveau_education | 0.086 | 0.047 | 0.000 | 0.021 | 0.041 | 0.000 | 0.000 | 0.000 | 0.001 | 0.045 | 0.027 | 1.000 | 0.027 | 0.000 | 0.000 | 0.051 | 0.041 | 0.094 | 0.019 | 0.000 | 0.016 | 0.015 | 0.000 |
| nombre_participation_pee | 0.024 | 0.000 | 0.198 | 0.000 | 0.008 | 0.000 | 0.000 | 0.059 | 0.000 | 0.022 | 0.000 | 0.027 | 1.000 | 0.022 | 0.063 | 0.039 | 0.061 | 0.056 | 0.000 | 0.019 | 0.030 | 0.000 | 0.581 |
| note_evaluation_precedente | 0.000 | 0.033 | 0.132 | 0.036 | 0.027 | 0.016 | 0.000 | 0.012 | 0.000 | 0.000 | 0.013 | 0.000 | 0.022 | 1.000 | 0.069 | 0.000 | 0.044 | 0.046 | 0.034 | 0.000 | 0.000 | 0.000 | 0.024 |
| nouveau_responsable | 0.175 | 0.324 | 0.178 | 0.000 | 0.230 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.063 | 0.069 | 1.000 | 0.161 | 0.622 | 0.209 | 0.000 | 0.000 | 0.008 | 0.000 | 0.059 |
| poste | 0.362 | 0.062 | 0.231 | 0.000 | 0.133 | 0.000 | 0.074 | 0.000 | 0.000 | 0.397 | 0.000 | 0.051 | 0.039 | 0.000 | 0.161 | 1.000 | 0.091 | 0.423 | 0.000 | 0.029 | 0.030 | 0.000 | 0.061 |
| ratio_stagnation_poste | 0.148 | 0.325 | 0.188 | -0.006 | 0.231 | 0.048 | 0.061 | 0.000 | 0.000 | 0.020 | -0.024 | 0.041 | 0.061 | 0.044 | 0.622 | 0.091 | 1.000 | 0.154 | 0.030 | 0.056 | 0.000 | 0.000 | 0.050 |
| revenu_mensuel | 0.903 | 0.106 | 0.217 | -0.034 | 0.493 | 0.025 | 0.046 | 0.074 | 0.000 | 0.075 | -0.035 | 0.094 | 0.056 | 0.046 | 0.209 | 0.423 | 0.154 | 1.000 | 0.000 | 0.000 | 0.043 | 0.000 | 0.061 |
| satisfaction_employee_environnement | 0.031 | 0.000 | 0.115 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.060 | 0.000 | 0.000 | 0.019 | 0.000 | 0.034 | 0.000 | 0.000 | 0.030 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.019 |
| satisfaction_employee_equilibre_pro_perso | 0.000 | 0.036 | 0.095 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.046 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 0.029 | 0.056 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| satisfaction_employee_equipe | 0.000 | 0.030 | 0.039 | 0.027 | 0.043 | 0.000 | 0.000 | 0.000 | 0.025 | 0.000 | 0.000 | 0.016 | 0.030 | 0.000 | 0.008 | 0.030 | 0.000 | 0.043 | 0.000 | 0.000 | 1.000 | 0.000 | 0.025 |
| satisfaction_employee_nature_travail | 0.000 | 0.015 | 0.099 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 0.021 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
| statut_marital | 0.000 | 0.000 | 0.173 | 0.000 | 0.043 | 0.035 | 0.032 | 0.028 | 0.000 | 0.022 | 0.000 | 0.000 | 0.581 | 0.024 | 0.059 | 0.061 | 0.050 | 0.061 | 0.019 | 0.000 | 0.025 | 0.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| satisfaction_employee_environnement | note_evaluation_precedente | satisfaction_employee_nature_travail | satisfaction_employee_equipe | satisfaction_employee_equilibre_pro_perso | heure_supplementaires | augementation_salaire_precedente | genre | revenu_mensuel | statut_marital | poste | a_quitte_l_entreprise | nombre_participation_pee | nb_formations_suivies | niveau_education | frequence_deplacement | Ratio_Stagnation_entreprise | match_etudes_poste | duree_moyenne_par_poste | habite_loin | ratio_stagnation_poste | nouveau_responsable | Ratio_Gain_Effort | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2 | 3 | 4 | 1 | 1 | 1 | 11 | 1 | 5993 | Célibataire | Cadre Commercial | 1 | 0 | 0 | 2 | Occasionnel | 0.000000 | 0 | 0.888889 | 0 | 0.571429 | 0 | 2996.5 |
| 1 | 3 | 2 | 2 | 4 | 3 | 0 | 23 | 0 | 5130 | Marié(e) | Assistant de Direction | 0 | 1 | 3 | 1 | Frequent | 0.100000 | 1 | 5.000000 | 0 | 0.636364 | 0 | 5130.0 |
| 2 | 4 | 2 | 3 | 2 | 3 | 1 | 15 | 0 | 2090 | Célibataire | Consultant | 1 | 0 | 3 | 2 | Occasionnel | 0.000000 | 0 | 1.000000 | 0 | 0.000000 | 1 | 1045.0 |
| 3 | 4 | 3 | 3 | 3 | 3 | 1 | 11 | 1 | 2909 | Marié(e) | Assistant de Direction | 0 | 0 | 3 | 4 | Frequent | 0.375000 | 1 | 4.000000 | 0 | 0.777778 | 1 | 1454.5 |
| 4 | 1 | 3 | 2 | 4 | 3 | 0 | 12 | 0 | 3468 | Marié(e) | Consultant | 0 | 1 | 3 | 1 | Occasionnel | 1.000000 | 1 | 0.600000 | 0 | 0.666667 | 0 | 3468.0 |
| 5 | 4 | 3 | 4 | 3 | 2 | 0 | 13 | 0 | 3068 | Célibataire | Consultant | 0 | 0 | 2 | 2 | Frequent | 0.428571 | 1 | 8.000000 | 0 | 0.875000 | 0 | 3068.0 |
| 6 | 3 | 4 | 1 | 1 | 2 | 1 | 20 | 1 | 2670 | Marié(e) | Consultant | 0 | 3 | 3 | 3 | Occasionnel | 0.000000 | 1 | 2.400000 | 0 | 0.000000 | 1 | 1335.0 |
| 7 | 4 | 3 | 3 | 2 | 3 | 0 | 22 | 0 | 2693 | Divorcé(e) | Consultant | 0 | 1 | 2 | 1 | Occasionnel | 0.000000 | 1 | 0.500000 | 1 | 0.000000 | 1 | 2693.0 |
| 8 | 4 | 2 | 3 | 2 | 3 | 0 | 21 | 0 | 9526 | Célibataire | Tech Lead | 0 | 0 | 2 | 3 | Frequent | 0.111111 | 1 | 10.000000 | 1 | 0.700000 | 0 | 9526.0 |
| 9 | 3 | 3 | 3 | 2 | 2 | 0 | 13 | 0 | 5237 | Marié(e) | Manager | 0 | 2 | 3 | 3 | Occasionnel | 1.000000 | 1 | 2.428571 | 1 | 0.875000 | 0 | 5237.0 |
| satisfaction_employee_environnement | note_evaluation_precedente | satisfaction_employee_nature_travail | satisfaction_employee_equipe | satisfaction_employee_equilibre_pro_perso | heure_supplementaires | augementation_salaire_precedente | genre | revenu_mensuel | statut_marital | poste | a_quitte_l_entreprise | nombre_participation_pee | nb_formations_suivies | niveau_education | frequence_deplacement | Ratio_Stagnation_entreprise | match_etudes_poste | duree_moyenne_par_poste | habite_loin | ratio_stagnation_poste | nouveau_responsable | Ratio_Gain_Effort | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1460 | 4 | 2 | 1 | 2 | 1 | 0 | 14 | 1 | 3785 | Célibataire | Assistant de Direction | 0 | 0 | 3 | 4 | Occasionnel | 0.000000 | 1 | 2.500000 | 1 | 0.666667 | 0 | 3785.0 |
| 1461 | 4 | 2 | 1 | 2 | 3 | 1 | 13 | 0 | 10854 | Divorcé(e) | Cadre Commercial | 1 | 1 | 3 | 3 | Occasionnel | 0.666667 | 1 | 4.000000 | 1 | 0.500000 | 1 | 5427.0 |
| 1462 | 2 | 2 | 4 | 1 | 2 | 0 | 11 | 1 | 12031 | Marié(e) | Cadre Commercial | 0 | 1 | 2 | 1 | Occasionnel | 0.450000 | 1 | 21.000000 | 1 | 0.428571 | 0 | 12031.0 |
| 1463 | 2 | 3 | 1 | 2 | 3 | 0 | 19 | 0 | 9936 | Célibataire | Tech Lead | 0 | 0 | 2 | 3 | Aucun | 0.111111 | 1 | 10.000000 | 0 | 0.400000 | 0 | 9936.0 |
| 1464 | 4 | 2 | 3 | 4 | 3 | 0 | 18 | 1 | 2966 | Célibataire | Représentant Commercial | 0 | 0 | 2 | 3 | Occasionnel | 0.000000 | 0 | 5.000000 | 0 | 0.400000 | 1 | 2966.0 |
| 1465 | 3 | 4 | 4 | 3 | 3 | 0 | 17 | 0 | 2571 | Marié(e) | Consultant | 0 | 1 | 3 | 2 | Frequent | 0.000000 | 1 | 3.400000 | 1 | 0.333333 | 0 | 2571.0 |
| 1466 | 4 | 2 | 1 | 1 | 3 | 0 | 15 | 0 | 9991 | Marié(e) | Manager | 0 | 1 | 5 | 1 | Occasionnel | 0.142857 | 1 | 1.800000 | 0 | 0.875000 | 0 | 9991.0 |
| 1467 | 2 | 4 | 2 | 2 | 3 | 1 | 20 | 0 | 6142 | Marié(e) | Tech Lead | 0 | 1 | 0 | 3 | Occasionnel | 0.000000 | 1 | 3.000000 | 0 | 0.285714 | 0 | 3071.0 |
| 1468 | 4 | 2 | 2 | 4 | 2 | 0 | 14 | 0 | 5390 | Marié(e) | Cadre Commercial | 0 | 0 | 3 | 3 | Frequent | 0.000000 | 0 | 5.666667 | 0 | 0.600000 | 0 | 5390.0 |
| 1469 | 2 | 4 | 3 | 1 | 4 | 0 | 12 | 0 | 4404 | Marié(e) | Consultant | 0 | 0 | 3 | 3 | Occasionnel | 0.250000 | 1 | 2.000000 | 0 | 0.600000 | 0 | 4404.0 |